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Approximation properties of fuzzy systems generated by the min inference.

Authors :
Zeng XJ
Singh MG
Source :
IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society [IEEE Trans Syst Man Cybern B Cybern] 1996; Vol. 26 (1), pp. 187-93.
Publication Year :
1996

Abstract

This paper discusses the approximation properties of fuzzy systems generated by the min inference. Firstly, the paper analyzes the properties of fuzzy basis functions (FBFs); Then based on the properties of FBPs, several basic approximation properties concerning approximation mechanisms, uniform approximation bounds, uniform convergency, and universal approximation are obtained. Further, the similarity and difference between the fuzzy systems generated by the product inference and by the min inference are discussed.

Details

Language :
English
ISSN :
1083-4419
Volume :
26
Issue :
1
Database :
MEDLINE
Journal :
IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society
Publication Type :
Academic Journal
Accession number :
18263021
Full Text :
https://doi.org/10.1109/3477.484453